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Daniel-Elston/README.md

Python Rust

Data Scientist | MSc Data Science & AI | BSc Physics

Data Scientist with 3+ years of industrial experience in Data Science, Machine Learning, and AI.
Python Programming for 4+ years, currently learning Rust.


Experience & Projects

  • DS & AI Dissertation: Developed a ML dynamic pricing solution for a major car parts distributor.
  • Physics Capstone Project: Collaborated on LHC Particle Beam Detection for CERN, earning a commendation.
  • Rust Exploration: Integrating Rust into projects to optimize system-level performance in data processing.
  • Additional Projects: Explore my repositories for GenAI, NLP, Data Engineering, Deep Learning and more.

Pinned Loading

  1. rust-for-rag-llm-agent rust-for-rag-llm-agent Public

    Utilising Rust for RAG Pipeline performance bottlenecks. Renewing old project with new Python framework

    Python

  2. rs-vs-py-performance rs-vs-py-performance Public

    Compare Rust and Python performance with Polars. Generate, process, and benchmark large datasets with thread-level parallelism.

    Rust

  3. real-time-reddit-scalable-processing real-time-reddit-scalable-processing Public

    Scaling NLP processing pipelines with Dask and PySpark, utilising Apache Kafka real-time data streaming, for optimal LLM training

    Python

  4. dcgan-face-generator dcgan-face-generator Public

    GenAI: Face Generation using GANs and Pytorch Lightning

    Python

  5. torchaudio-classification-pl torchaudio-classification-pl Public

    Classifying audio files (speech) with PyTorch Lightning and torchaudio

    Python

  6. CERN-LHC-particle-beam-detection CERN-LHC-particle-beam-detection Public

    (Team Lead) My final year BSc Physics project providing CERN with a statistical analysis and recommendation for a particle beam loss monitor for the LHC.

    1